Pytorch Deep Learning by Example (2nd Edition)
Summary
This book will help you learn and grasp deep learning technology from ground zero with many interesting real world examples using pytorch/python. It could also be used as a quick guide on how to use and understand deep learning in the real life.
Description
Artificial Intelligence (AI), Machine Learning especially Deep Learning has made tremendous progress in recent years. It start to spread to all industries.
Quote from Andrew Ng, a famous AI researcher: "AI is the new electricity. About 100 years ago, electricity transformed every major industry. AI has advanced to the point where it has the power to transform every major sector in coming years."
Unless you are a refresh graduated student with AI/deep learning major, many of us do not have a formal machine learning/deep learning training before, so it is time to keep updated with latest technology.
This book will help you learn and grasp deep learning technology from ground zero with many interesting real world examples using pytorch/python. The books could also be used as a quick guide on how to use and understand deep learning in the real life.
Readers should have basic knowledge of python, scripting etc.
Free lifetime upgrade for later editions ( as an electronic copy ). Please contact author for this.
Table of Contents
1131446594
This book will help you learn and grasp deep learning technology from ground zero with many interesting real world examples using pytorch/python. It could also be used as a quick guide on how to use and understand deep learning in the real life.
Description
Artificial Intelligence (AI), Machine Learning especially Deep Learning has made tremendous progress in recent years. It start to spread to all industries.
Quote from Andrew Ng, a famous AI researcher: "AI is the new electricity. About 100 years ago, electricity transformed every major industry. AI has advanced to the point where it has the power to transform every major sector in coming years."
Unless you are a refresh graduated student with AI/deep learning major, many of us do not have a formal machine learning/deep learning training before, so it is time to keep updated with latest technology.
This book will help you learn and grasp deep learning technology from ground zero with many interesting real world examples using pytorch/python. The books could also be used as a quick guide on how to use and understand deep learning in the real life.
Readers should have basic knowledge of python, scripting etc.
Free lifetime upgrade for later editions ( as an electronic copy ). Please contact author for this.
Table of Contents
- Introduction
- What is deep learning
- Deep neural network basic concepts
- Deep learning development environments
- Python and Tensor basic
- Pytorch deep learning basic
- MNIST CNN example: A deep dive of how to handle image data
- Pre-trained model, transfer learning and fine-tuning
- Recurrent neural network - how to handle sequences data
- Natural Langauge Processing
- Optical character recognition
- Audio processing, speech processing
- Autoencoder network
- Deep reinforcement learning
- Learning from scratch (self-play) AlphaZero
- How to deploy deep learning model.
Pytorch Deep Learning by Example (2nd Edition)
Summary
This book will help you learn and grasp deep learning technology from ground zero with many interesting real world examples using pytorch/python. It could also be used as a quick guide on how to use and understand deep learning in the real life.
Description
Artificial Intelligence (AI), Machine Learning especially Deep Learning has made tremendous progress in recent years. It start to spread to all industries.
Quote from Andrew Ng, a famous AI researcher: "AI is the new electricity. About 100 years ago, electricity transformed every major industry. AI has advanced to the point where it has the power to transform every major sector in coming years."
Unless you are a refresh graduated student with AI/deep learning major, many of us do not have a formal machine learning/deep learning training before, so it is time to keep updated with latest technology.
This book will help you learn and grasp deep learning technology from ground zero with many interesting real world examples using pytorch/python. The books could also be used as a quick guide on how to use and understand deep learning in the real life.
Readers should have basic knowledge of python, scripting etc.
Free lifetime upgrade for later editions ( as an electronic copy ). Please contact author for this.
Table of Contents
This book will help you learn and grasp deep learning technology from ground zero with many interesting real world examples using pytorch/python. It could also be used as a quick guide on how to use and understand deep learning in the real life.
Description
Artificial Intelligence (AI), Machine Learning especially Deep Learning has made tremendous progress in recent years. It start to spread to all industries.
Quote from Andrew Ng, a famous AI researcher: "AI is the new electricity. About 100 years ago, electricity transformed every major industry. AI has advanced to the point where it has the power to transform every major sector in coming years."
Unless you are a refresh graduated student with AI/deep learning major, many of us do not have a formal machine learning/deep learning training before, so it is time to keep updated with latest technology.
This book will help you learn and grasp deep learning technology from ground zero with many interesting real world examples using pytorch/python. The books could also be used as a quick guide on how to use and understand deep learning in the real life.
Readers should have basic knowledge of python, scripting etc.
Free lifetime upgrade for later editions ( as an electronic copy ). Please contact author for this.
Table of Contents
- Introduction
- What is deep learning
- Deep neural network basic concepts
- Deep learning development environments
- Python and Tensor basic
- Pytorch deep learning basic
- MNIST CNN example: A deep dive of how to handle image data
- Pre-trained model, transfer learning and fine-tuning
- Recurrent neural network - how to handle sequences data
- Natural Langauge Processing
- Optical character recognition
- Audio processing, speech processing
- Autoencoder network
- Deep reinforcement learning
- Learning from scratch (self-play) AlphaZero
- How to deploy deep learning model.
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Pytorch Deep Learning by Example (2nd Edition)
Pytorch Deep Learning by Example (2nd Edition)
eBook
$29.99
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29.99
In Stock
Product Details
| BN ID: | 2940161237717 |
|---|---|
| Publisher: | comritecom |
| Publication date: | 05/01/2019 |
| Sold by: | Barnes & Noble |
| Format: | eBook |
| File size: | 11 MB |
| Note: | This product may take a few minutes to download. |
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